Overview
Brought to you by YData
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 270 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.6 KiB |
| Average record size in memory | 108.5 B |
Variable types
| Numeric | 5 |
|---|---|
| Categorical | 9 |
Reproduction
| Analysis started | 2025-01-28 13:56:28.744455 |
|---|---|
| Analysis finished | 2025-01-28 13:56:53.522601 |
| Duration | 24.78 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
age
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.433333 |
| Minimum | 29 |
|---|---|
| Maximum | 77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 29 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 48 |
| median | 55 |
| Q3 | 61 |
| 95-th percentile | 68 |
| Maximum | 77 |
| Range | 48 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.1090665 |
|---|---|
| Coefficient of variation (CV) | 0.16734354 |
| Kurtosis | -0.54481539 |
| Mean | 54.433333 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.16361523 |
| Sum | 14697 |
| Variance | 82.975093 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 54 | 16 | 5.9% |
| 58 | 15 | 5.6% |
| 51 | 12 | 4.4% |
| 57 | 12 | 4.4% |
| 59 | 12 | 4.4% |
| 60 | 12 | 4.4% |
| 52 | 11 | 4.1% |
| 62 | 11 | 4.1% |
| 44 | 10 | 3.7% |
| 41 | 9 | 3.3% |
| Other values (31) | 150 |
| Value | Count | Frequency (%) |
| 29 | 1 | 0.4% |
| 34 | 2 | 0.7% |
| 35 | 3 | 1.1% |
| 37 | 2 | 0.7% |
| 38 | 1 | 0.4% |
| 39 | 3 | 1.1% |
| 40 | 3 | 1.1% |
| 41 | 9 | |
| 42 | 8 | |
| 43 | 7 |
| Value | Count | Frequency (%) |
| 77 | 1 | 0.4% |
| 76 | 1 | 0.4% |
| 74 | 1 | 0.4% |
| 71 | 3 | 1.1% |
| 70 | 4 | |
| 69 | 3 | 1.1% |
| 68 | 3 | 1.1% |
| 67 | 8 | |
| 66 | 6 | |
| 65 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 183 | |
| 0 | 87 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 183 | |
| 0 | 87 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 183 | |
| 0 | 87 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 270 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 183 | |
| 0 | 87 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 270 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 183 | |
| 0 | 87 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 183 | |
| 0 | 87 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 4 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 129 | |
| 3 | 79 | |
| 2 | 42 | 15.6% |
| 1 | 20 | 7.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 129 | |
| 3 | 79 | |
| 2 | 42 | 15.6% |
| 1 | 20 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 129 | |
| 3 | 79 | |
| 2 | 42 | 15.6% |
| 1 | 20 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 270 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 129 | |
| 3 | 79 | |
| 2 | 42 | 15.6% |
| 1 | 20 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 270 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 129 | |
| 3 | 79 | |
| 2 | 42 | 15.6% |
| 1 | 20 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 129 | |
| 3 | 79 | |
| 2 | 42 | 15.6% |
| 1 | 20 | 7.4% |
bp
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 131.34444 |
| Minimum | 94 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 94 |
|---|---|
| 5-th percentile | 106.9 |
| Q1 | 120 |
| median | 130 |
| Q3 | 140 |
| 95-th percentile | 160 |
| Maximum | 200 |
| Range | 106 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 17.861608 |
|---|---|
| Coefficient of variation (CV) | 0.13599059 |
| Kurtosis | 0.92309674 |
| Mean | 131.34444 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.72261801 |
| Sum | 35463 |
| Variance | 319.03705 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 120 | 34 | 12.6% |
| 130 | 31 | 11.5% |
| 140 | 30 | 11.1% |
| 110 | 17 | 6.3% |
| 150 | 17 | 6.3% |
| 160 | 11 | 4.1% |
| 125 | 10 | 3.7% |
| 138 | 9 | 3.3% |
| 112 | 9 | 3.3% |
| 128 | 9 | 3.3% |
| Other values (37) | 93 |
| Value | Count | Frequency (%) |
| 94 | 2 | 0.7% |
| 100 | 4 | 1.5% |
| 101 | 1 | 0.4% |
| 102 | 2 | 0.7% |
| 104 | 1 | 0.4% |
| 105 | 3 | 1.1% |
| 106 | 1 | 0.4% |
| 108 | 6 | 2.2% |
| 110 | 17 | |
| 112 | 9 |
| Value | Count | Frequency (%) |
| 200 | 1 | 0.4% |
| 192 | 1 | 0.4% |
| 180 | 3 | 1.1% |
| 178 | 2 | 0.7% |
| 174 | 1 | 0.4% |
| 172 | 1 | 0.4% |
| 170 | 2 | 0.7% |
| 165 | 1 | 0.4% |
| 160 | 11 | |
| 158 | 1 | 0.4% |
chol
Real number (ℝ)
| Distinct | 144 |
|---|---|
| Distinct (%) | 53.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 249.65926 |
| Minimum | 126 |
|---|---|
| Maximum | 564 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 126 |
|---|---|
| 5-th percentile | 177 |
| Q1 | 213 |
| median | 245 |
| Q3 | 280 |
| 95-th percentile | 326.55 |
| Maximum | 564 |
| Range | 438 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 51.686237 |
|---|---|
| Coefficient of variation (CV) | 0.20702712 |
| Kurtosis | 4.895599 |
| Mean | 249.65926 |
| Median Absolute Deviation (MAD) | 32.5 |
| Skewness | 1.1837209 |
| Sum | 67408 |
| Variance | 2671.4671 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 234 | 6 | 2.2% |
| 269 | 5 | 1.9% |
| 254 | 5 | 1.9% |
| 212 | 4 | 1.5% |
| 243 | 4 | 1.5% |
| 211 | 4 | 1.5% |
| 233 | 4 | 1.5% |
| 197 | 4 | 1.5% |
| 282 | 4 | 1.5% |
| 226 | 4 | 1.5% |
| Other values (134) | 226 |
| Value | Count | Frequency (%) |
| 126 | 1 | |
| 141 | 1 | |
| 149 | 2 | |
| 160 | 1 | |
| 164 | 1 | |
| 166 | 1 | |
| 167 | 1 | |
| 168 | 1 | |
| 172 | 1 | |
| 174 | 1 |
| Value | Count | Frequency (%) |
| 564 | 1 | |
| 417 | 1 | |
| 409 | 1 | |
| 407 | 1 | |
| 394 | 1 | |
| 360 | 1 | |
| 354 | 1 | |
| 353 | 1 | |
| 341 | 1 | |
| 340 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 230 | |
| 1 | 40 | 14.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 230 | |
| 1 | 40 | 14.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 230 | |
| 1 | 40 | 14.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 270 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 230 | |
| 1 | 40 | 14.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 270 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 230 | |
| 1 | 40 | 14.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 230 | |
| 1 | 40 | 14.8% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 137 | |
| 0 | 131 | |
| 1 | 2 | 0.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 137 | |
| 0 | 131 | |
| 1 | 2 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 137 | |
| 0 | 131 | |
| 1 | 2 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 270 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 137 | |
| 0 | 131 | |
| 1 | 2 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 270 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 137 | |
| 0 | 131 | |
| 1 | 2 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 137 | |
| 0 | 131 | |
| 1 | 2 | 0.7% |
HR
Real number (ℝ)
| Distinct | 90 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 149.67778 |
| Minimum | 71 |
|---|---|
| Maximum | 202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 71 |
|---|---|
| 5-th percentile | 108 |
| Q1 | 133 |
| median | 153.5 |
| Q3 | 166 |
| 95-th percentile | 182 |
| Maximum | 202 |
| Range | 131 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 23.165717 |
|---|---|
| Coefficient of variation (CV) | 0.15477058 |
| Kurtosis | -0.10307189 |
| Mean | 149.67778 |
| Median Absolute Deviation (MAD) | 15.5 |
| Skewness | -0.52773668 |
| Sum | 40413 |
| Variance | 536.65043 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 162 | 10 | 3.7% |
| 160 | 9 | 3.3% |
| 163 | 8 | 3.0% |
| 172 | 7 | 2.6% |
| 125 | 7 | 2.6% |
| 152 | 6 | 2.2% |
| 173 | 6 | 2.2% |
| 142 | 6 | 2.2% |
| 158 | 6 | 2.2% |
| 132 | 6 | 2.2% |
| Other values (80) | 199 |
| Value | Count | Frequency (%) |
| 71 | 1 | 0.4% |
| 88 | 1 | 0.4% |
| 95 | 1 | 0.4% |
| 96 | 2 | |
| 97 | 1 | 0.4% |
| 99 | 1 | 0.4% |
| 103 | 2 | |
| 105 | 3 | |
| 106 | 1 | 0.4% |
| 108 | 2 |
| Value | Count | Frequency (%) |
| 202 | 1 | |
| 195 | 1 | |
| 194 | 1 | |
| 192 | 1 | |
| 190 | 1 | |
| 188 | 1 | |
| 187 | 1 | |
| 186 | 2 | |
| 185 | 1 | |
| 184 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 89 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 89 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 89 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 270 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 89 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 270 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 89 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 89 |
Stdep
Real number (ℝ)
Zeros 
| Distinct | 39 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.05 |
| Minimum | 0 |
|---|---|
| Maximum | 6.2 |
| Zeros | 85 |
| Zeros (%) | 31.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.8 |
| Q3 | 1.6 |
| 95-th percentile | 3.31 |
| Maximum | 6.2 |
| Range | 6.2 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 1.1452098 |
|---|---|
| Coefficient of variation (CV) | 1.090676 |
| Kurtosis | 1.7593165 |
| Mean | 1.05 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 1.2628932 |
| Sum | 283.5 |
| Variance | 1.3115056 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 0 | 85 | |
| 1.2 | 14 | 5.2% |
| 1.4 | 13 | 4.8% |
| 0.6 | 12 | 4.4% |
| 1 | 12 | 4.4% |
| 1.6 | 11 | 4.1% |
| 0.8 | 11 | 4.1% |
| 0.2 | 11 | 4.1% |
| 1.8 | 10 | 3.7% |
| 2 | 8 | 3.0% |
| Other values (29) | 83 |
| Value | Count | Frequency (%) |
| 0 | 85 | |
| 0.1 | 6 | 2.2% |
| 0.2 | 11 | 4.1% |
| 0.3 | 3 | 1.1% |
| 0.4 | 8 | 3.0% |
| 0.5 | 5 | 1.9% |
| 0.6 | 12 | 4.4% |
| 0.7 | 1 | 0.4% |
| 0.8 | 11 | 4.1% |
| 0.9 | 3 | 1.1% |
| Value | Count | Frequency (%) |
| 6.2 | 1 | 0.4% |
| 5.6 | 1 | 0.4% |
| 4.2 | 2 | |
| 4 | 2 | |
| 3.8 | 1 | 0.4% |
| 3.6 | 4 | |
| 3.5 | 1 | 0.4% |
| 3.4 | 2 | |
| 3.2 | 2 | |
| 3.1 | 1 | 0.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 130 | |
| 2 | 122 | |
| 3 | 18 | 6.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 130 | |
| 2 | 122 | |
| 3 | 18 | 6.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 130 | |
| 2 | 122 | |
| 3 | 18 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 270 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 130 | |
| 2 | 122 | |
| 3 | 18 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 270 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 130 | |
| 2 | 122 | |
| 3 | 18 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 130 | |
| 2 | 122 | |
| 3 | 18 | 6.7% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 160 | |
| 1 | 58 | 21.5% |
| 2 | 33 | 12.2% |
| 3 | 19 | 7.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 160 | |
| 1 | 58 | 21.5% |
| 2 | 33 | 12.2% |
| 3 | 19 | 7.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 160 | |
| 1 | 58 | 21.5% |
| 2 | 33 | 12.2% |
| 3 | 19 | 7.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 270 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 160 | |
| 1 | 58 | 21.5% |
| 2 | 33 | 12.2% |
| 3 | 19 | 7.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 270 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 160 | |
| 1 | 58 | 21.5% |
| 2 | 33 | 12.2% |
| 3 | 19 | 7.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 160 | |
| 1 | 58 | 21.5% |
| 2 | 33 | 12.2% |
| 3 | 19 | 7.0% |
Thallium
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| 3 | |
|---|---|
| 7 | |
| 6 | 14 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 7 |
| 3rd row | 7 |
| 4th row | 7 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 152 | |
| 7 | 104 | |
| 6 | 14 | 5.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 152 | |
| 7 | 104 | |
| 6 | 14 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 152 | |
| 7 | 104 | |
| 6 | 14 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 270 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 152 | |
| 7 | 104 | |
| 6 | 14 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 270 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 152 | |
| 7 | 104 | |
| 6 | 14 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 152 | |
| 7 | 104 | |
| 6 | 14 | 5.2% |
HDisease
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 150 | |
| 1 | 120 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 150 | |
| 1 | 120 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 150 | |
| 1 | 120 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 270 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 150 | |
| 1 | 120 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 270 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 150 | |
| 1 | 120 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 150 | |
| 1 | 120 |
Interactions
Correlations
| EKG | Exang | FBS | HDisease | HR | Stdep | Thallium | Vesfluro | age | bp | chol | chpain | sex | sloSt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EKG | 1.000 | 0.051 | 0.000 | 0.161 | 0.173 | 0.142 | 0.000 | 0.000 | 0.274 | 0.264 | 0.088 | 0.091 | 0.099 | 0.101 |
| Exang | 0.051 | 1.000 | 0.000 | 0.408 | 0.365 | 0.247 | 0.310 | 0.182 | 0.064 | 0.089 | 0.000 | 0.424 | 0.161 | 0.269 |
| FBS | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.078 | 0.000 | 0.122 | 0.000 | 0.122 |
| HDisease | 0.161 | 0.408 | 0.000 | 1.000 | 0.394 | 0.412 | 0.519 | 0.472 | 0.257 | 0.033 | 0.129 | 0.494 | 0.284 | 0.378 |
| HR | 0.173 | 0.365 | 0.000 | 0.394 | 1.000 | -0.423 | 0.203 | 0.173 | -0.400 | -0.043 | -0.056 | 0.184 | 0.199 | 0.294 |
| Stdep | 0.142 | 0.247 | 0.000 | 0.412 | -0.423 | 1.000 | 0.271 | 0.178 | 0.258 | 0.183 | 0.014 | 0.160 | 0.057 | 0.448 |
| Thallium | 0.000 | 0.310 | 0.000 | 0.519 | 0.203 | 0.271 | 1.000 | 0.158 | 0.142 | 0.000 | 0.000 | 0.221 | 0.395 | 0.213 |
| Vesfluro | 0.000 | 0.182 | 0.066 | 0.472 | 0.173 | 0.178 | 0.158 | 1.000 | 0.206 | 0.041 | 0.058 | 0.142 | 0.113 | 0.089 |
| age | 0.274 | 0.064 | 0.000 | 0.257 | -0.400 | 0.258 | 0.142 | 0.206 | 1.000 | 0.277 | 0.211 | 0.100 | 0.000 | 0.000 |
| bp | 0.264 | 0.089 | 0.078 | 0.033 | -0.043 | 0.183 | 0.000 | 0.041 | 0.277 | 1.000 | 0.190 | 0.105 | 0.000 | 0.076 |
| chol | 0.088 | 0.000 | 0.000 | 0.129 | -0.056 | 0.014 | 0.000 | 0.058 | 0.211 | 0.190 | 1.000 | 0.000 | 0.239 | 0.000 |
| chpain | 0.091 | 0.424 | 0.122 | 0.494 | 0.184 | 0.160 | 0.221 | 0.142 | 0.100 | 0.105 | 0.000 | 1.000 | 0.106 | 0.177 |
| sex | 0.099 | 0.161 | 0.000 | 0.284 | 0.199 | 0.057 | 0.395 | 0.113 | 0.000 | 0.000 | 0.239 | 0.106 | 1.000 | 0.000 |
| sloSt | 0.101 | 0.269 | 0.122 | 0.378 | 0.294 | 0.448 | 0.213 | 0.089 | 0.000 | 0.076 | 0.000 | 0.177 | 0.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| age | sex | chpain | bp | chol | FBS | EKG | HR | Exang | Stdep | sloSt | Vesfluro | Thallium | HDisease | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 70 | 1 | 4 | 130 | 322 | 0 | 2 | 109 | 0 | 2.4 | 2 | 3 | 3 | 1 |
| 1 | 67 | 0 | 3 | 115 | 564 | 0 | 2 | 160 | 0 | 1.6 | 2 | 0 | 7 | 0 |
| 2 | 57 | 1 | 2 | 124 | 261 | 0 | 0 | 141 | 0 | 0.3 | 1 | 0 | 7 | 1 |
| 3 | 64 | 1 | 4 | 128 | 263 | 0 | 0 | 105 | 1 | 0.2 | 2 | 1 | 7 | 0 |
| 4 | 74 | 0 | 2 | 120 | 269 | 0 | 2 | 121 | 1 | 0.2 | 1 | 1 | 3 | 0 |
| 5 | 65 | 1 | 4 | 120 | 177 | 0 | 0 | 140 | 0 | 0.4 | 1 | 0 | 7 | 0 |
| 6 | 56 | 1 | 3 | 130 | 256 | 1 | 2 | 142 | 1 | 0.6 | 2 | 1 | 6 | 1 |
| 7 | 59 | 1 | 4 | 110 | 239 | 0 | 2 | 142 | 1 | 1.2 | 2 | 1 | 7 | 1 |
| 8 | 60 | 1 | 4 | 140 | 293 | 0 | 2 | 170 | 0 | 1.2 | 2 | 2 | 7 | 1 |
| 9 | 63 | 0 | 4 | 150 | 407 | 0 | 2 | 154 | 0 | 4.0 | 2 | 3 | 7 | 1 |
| age | sex | chpain | bp | chol | FBS | EKG | HR | Exang | Stdep | sloSt | Vesfluro | Thallium | HDisease | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 260 | 58 | 0 | 3 | 120 | 340 | 0 | 0 | 172 | 0 | 0.0 | 1 | 0 | 3 | 0 |
| 261 | 60 | 1 | 4 | 130 | 206 | 0 | 2 | 132 | 1 | 2.4 | 2 | 2 | 7 | 1 |
| 262 | 58 | 1 | 2 | 120 | 284 | 0 | 2 | 160 | 0 | 1.8 | 2 | 0 | 3 | 1 |
| 263 | 49 | 1 | 2 | 130 | 266 | 0 | 0 | 171 | 0 | 0.6 | 1 | 0 | 3 | 0 |
| 264 | 48 | 1 | 2 | 110 | 229 | 0 | 0 | 168 | 0 | 1.0 | 3 | 0 | 7 | 1 |
| 265 | 52 | 1 | 3 | 172 | 199 | 1 | 0 | 162 | 0 | 0.5 | 1 | 0 | 7 | 0 |
| 266 | 44 | 1 | 2 | 120 | 263 | 0 | 0 | 173 | 0 | 0.0 | 1 | 0 | 7 | 0 |
| 267 | 56 | 0 | 2 | 140 | 294 | 0 | 2 | 153 | 0 | 1.3 | 2 | 0 | 3 | 0 |
| 268 | 57 | 1 | 4 | 140 | 192 | 0 | 0 | 148 | 0 | 0.4 | 2 | 0 | 6 | 0 |
| 269 | 67 | 1 | 4 | 160 | 286 | 0 | 2 | 108 | 1 | 1.5 | 2 | 3 | 3 | 1 |